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Stochastic
Optimization, Control, and Games (selected):
- S. D. Patek and D. P.
Bertsekas, ÒStochastic Shortest Path Games,Ó SIAM Journal on Control and
Optimization, 37(3):804-824, 1999
- S. D. Patek. ÒOn
Terminating Markov Decision Processes with a Risk Averse Objective
Function.Ó Automatica, 37(9):1379–1386,
2001.
- E. Campos-Nanez and S. D. Patek. ÒDynamically
Identifying Regenerative Cycles in Simulation-Based Optimization
Algorithms for Markov Chains.Ó IEEE Trans Automatic Control, 49(6):1022–1025, 2004.
- S. D. Patek. ÒPolicy iteration type algorithms
for recurrent state Markov decision processes.Ó Computers and Operations Research,
31(14):2333–2347, 2004.
- S. D. Patek. ÒPartially
Observed Stochastic Shortest Path Problems with Approximate Solution by
Neuro-Dynamic Programming. IEEE Transactions on Systems, Man, and
Cybernetics Part A, 37(9):710-720, 2007.
- A.
Garcia, S. D. Patek, and K. Sinha, ÒA Decentralized Approach for
Discrete Optimization via Simulation: Application to Network Flow,Ó Operations
Research, 55(4):717-732, 2007.
- S.
D. Patek, P. A. Beling, and Y. Zhao, ÒNatural Solutions for a Class of
Symmetric Games,Ó Game Theoretic and Decision Theoretic Agents, AAAI
Spring Symposium Technical Report SS-07-02, pp. 47-53, 2007.
- Y.
Zhao, S. D. Patek, and P. A. Beling, ÒDecentralized Bayesian Search
using Approximate Dynamic Programming Methods,Ó IEEE Transactions on Systems, Man,
and Cybernetics, 38(4):970-975, 2008.
Diabetes
Technology and Health Systems Models (selected):
- S.
D. Patek, M. Breton, C. Dalla Man, C. Cobelli, B. Kovatchev, ÒAdaptive
Meal Detection Algorithm for Enhancing Closed-Loop Control in Type 1
Diabetes,Ó abstract in the Diabetes Technology Meeting, 2007.
- S.
D. Patek, M. Breton, Y. Chen, C. Solomon, and B. P. Kovatchev, ÒLinear
Quadratic Gaussian-Based Closed-Loop Control of Type 1 Diabetes,Ó Journal of
Diabetes Science Technology, 1(6):834-841,
2007.
- B.
Kovatchev, M. Breton, S. Patek, C. Cobelli, ÒIn Silico Testing and In
Vivo Experiments with Closed Loop Control of Blood Glucose in Diabetes,Ó
IFAC
World Congress, 2008.
- L.
Magni, D. M. Raimondo, C. Dalla Man, M. Breton, S. Patek, G. De Nicolao,
C. Cobelli, B. P. Kovatchev, ÒEvaluating the Efficacy of Closed-Loop
Glucose Regulation via Control Variability Grid Analysis,Ó Journal of
Diabetes Science and Technology, 2(4):630-635,
2008.
- S.
D. Patek, M. Breton, B. P, Kovatchev, ÒRollout Policies for Control of
Blood Glucose,Ó Extended abstract in the Latin-Ibero American Congress on Operations
Research (CLAIO), 2008.
- S.
D. Patek, J. M. Carrier, T. W. Huguenor, O. Sener, T. J. Wu, ÒAn Agent
Model of CGM Adoption,Ó Abstract in the Diabetes Technology Meeting, 2008.
- S.
D. Patek, B. W. Bequette, M. Breton, B. A. Buckingham, E. Dassau, F. J.
Doyle III, J. Lum, L. Magni, and H. Zisser, ÒIn Silico Preclinical
Trials: Methodology and Engineering Guide to Closed-Loop Control in
T1DM,Ó Journal
of Diabetes Science and Technology, 3(2):269-282,
2009.
- J.
Tipan Verella and S. D. Patek, ÒToward and Agent-Based Patient-Physician
Model for the Adoption of Continuous Glucose Monitoring Technology,Ó Journal of
Diabetes Science and Technology, 3(2):345-352,
2009.
- S.
D. Patek, C. Hughes, M. Breton, and B. P. Kovatchev, ÒAnticipating Meals
with Behavioral Profiles: Towards Stochastic Model Predictive Control of
T1DM,Ó MCBMS 2009, Seventh IFAC Symposium on Biological and Medical
Systems, Aalborg, Denmark, August 2009.
- W.
L. Clarke, S. Anderson, M. Breton, S. Patek, L. Kashmer, and B.
Kovatchev, ÒClosed-Loop Artificial Pancreas Using Subcutaneous Glucose
Sensing and Insulin Delivery, and a Model-Predictive Control Algorithm:
The Virginia Experience,Ó Journal of Diabetes Science and Technology,
3(5):1031-1038, 2009.
- B.
Kovatchev, S. Patek, E. Dassau, F. J. Foyle III, L. Magni, D. De
Nicolao, and C. Cobelli,
ÒControl to Range for Diabetes: Functionality and Modular
Architecture,Ó Journal of Diabetes Science and Technology, 3(5):1058-1065, 2009.
Network
Traffic Engineering (selected):
- S. D. Patek and E. Campos-Nanez.
ÒPricing of Dialup Services: an Example of Congestion-Dependent Pricing
in the Internet.Ó In Proc. IEEE Conf. Decision and Control (CDC 2000),
pp. 2296–2301, 2000.
- S.
D. Patek, R. Venkateswaran, and J. Liebeherr. ÒSimple Alternate Routing
for Differentiated Services Networks.Ó Computer Networks, 37(3-4):447–466, November 2001.
- J.
Wang, S. Patek, H. Wang, and J. Liebeherr. ÒTraffic engineering with
AIMD in MPLS networks.Ó In Proceedings of PfHSN 2002, Lecture Notes
in Computer Science Vol. 2334, pp. 192–210. Springer-Verlag, Dec.
2002.
- E. Campos-Nanez and S.
D. Patek. ÒOn-line Tuning of Prices for Network Services.Ó In Proceedings
of INFOCOM 2003, San Francisco, April 2003.
- J.
Liebeherr, S. D. Patek, and A. Burchard. ÒStatistical Per-Flow Service Bounds
in a Network with Aggregate Provisioning.Ó In Proceedings of IEEE INFOCOM 2003,
San Francisco, April 2003.
- S.
D. Patek, J. Liebeherr, and E. Yilmaz. Tradeoffs in Designing Networks
with End-to-End Statistical QoS Guarantees. Telecommunications Systems, 23(1):9–34, June 2003.
- Burchard,
J. Liebeherr, and S.D. Patek, ÒA Min-Plus Calculus for End-to-End
Statistical Service Guarantees,Ó IEEE Transactions on Information Theory,
52(9):4105-4114, 2006.
- K.
Zhu and S. D. Patek, ÒA Distributed, Utility-Based Architecture for Task
Assignment in Tactical WSNs,Ó International Workshop on Wireless Sensor
Network Architecture (WWSNA), in ACM SIGBED Review, pp. 43-48, 2007.
- D.
W. Lee, E. J. Bass, S. D. Patek, and J. A. Boyd, ÒA Traffic Engineering
Model for Air Taxi Services,Ó Transportation Research E: The Logistics and
Transportation Review, 44:1139-1161, 2008.
- K.
Zhu and S. D. Patek, ÒEvaluation of Overlay-Based Data Dissemination
over Wireless Sensor Networks,Ó Proceedings of MILCOM 2008.
- H.
Yang and S. D. Patek, ÒPath Selection Based on Service Curve Measurement
in MANETsÓ IEEE WCNC 2009, Budapest, April 2009.
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